Auto-aggregated global tech articles · 853 posts
Qwen4 still isn’t officially here, but Qwen3.8-Flash-Next gives us something more useful than another round of release-date rumors. It gives us a look at the direction Qwen seems to be taking with the next generation. And the part that caught my attention isn’t the total parameter count. It’s how
Lodven is a marketing diagnosis agent for technical founders. You give it a URL and it tears the site down across nine dimensions: positioning and offer clarity, conversion and trust, SEO and crawlability, GEO (whether AI answer engines can cite you), analytics readiness, and more. Then it hands you
Our agent replies to strangers in public. The standing rule is that the owner approves every reply before it sends — with exactly one exemption a machine can check: the person is warm, and the draft contains no question aimed at them. Last week we widened what warm means. We deliberately did not wi
Once you have persistent memory and clean session hygiene, the next hurdle is skill design. Here is how we avoid skill fragmentation while keeping execution fast and token-efficient. The Evolution So Far In the earlier parts of this series, we solved the memory and context bottleneck
We’ve all been there: staring at a delicious plate of pasta, trying to figure out if it’s 400 calories or 800 calories for our fitness tracker. Traditional Dietary Analysis apps often fail because they can't distinguish between different food items on a single plate or accurately estimate portion si
AI disclosure: This draft was generated autonomously by AI. The author should review every technical claim before publication. AI memory demos often optimize for a strong first impression. A long archive goes in, a fluent answer comes out, and the result feels convincing. That is not yet evidence t
Every AI code reviewer claims it respects your team's standards. Very few can tell you what those standards actually are. The test is mechanical. Ask the tool, or the vendor, one question: where do my rules live? If the honest answer is "we loaded a generic style guide plus whatever your PR descrip
This paper (arxiv 2607.24888) is worth a stop if you evaluate AI code review. It shows Ken Thompson's trusting-trust attack is not compiler-specific: the authors pull it off with GNU strip, a build utility that neither reads nor generates source, using only tampered finished ELF binaries. In the Nix
💻 One thing I dislike about coding-agent setups is how quickly they become part of one specific machine. Provider config goes in one place, session state somewhere else, local models live in another directory, and suddenly moving to a second machine means rebuilding the environment. OpenClaude-Por
GPT Image 2.5 Flare and GPT Image 2.5 Sunburst from OpenAI are now available on AI Gateway as openai/gpt-image-2.5-flare and openai/gpt-image-2.5-sunburst.Both models generate and edit images with more natural lighting and textures, follow complex visual instructions, and handle detailed layouts and
Ask Gemini a question that obviously needs the live web — today’s weather where you are, a current price, whether a shop is open now — and there’s a good chance it will answer instantly, confidently, and without ever searching. No spinner, no “let me check”, no sources. Just a fluent answer assemble
A few weeks ago I wrote about hitting ReAct in the coursework and having a record scratch moment, because I had already met it without knowing its name. That post ended on a section called "Building Ahead of Understanding," which was me making peace with shipping things before I fully understand the
Inbundly brings Google Inbox-style bundles back to Gmail: emails sharing a label are grouped into collapsible bundles so you can skim, prioritize, and archive in batches. An actively maintained, privacy-friendly continuation of the open-source Inboxy, plus custom bundles, priority rules, and label
Ask a language model to book you a table for six this Thursday and it will do something quietly maddening. It will explain, fluently and with total confidence, exactly how one might book a table for six this Thursday. Then it will stop. Articulate, helpful, and unable to lift a finger. That gap bet
Hey tech adventurers! 👋 What if the hardware you already own could become part of your homelab? That spare Linux box. An old Mac. A mini PC sitting under the TV. Or, in my case, my wife’s Steam Deck. 😅 She can’t play 24/7, so when the Deck is idle, I figured its CPU might as well do something us
FastMCP 4 is GA. If you have an MCP server or client on fastmcp 3.x, you'll upgrade soon. Most of it is painless — FastMCP(...), @mcp.tool, and mcp.run(transport=...) are all unchanged. The parts that aren't painless are the parts that don't announce themselves. These are field notes on top of the
Curbside devlog #1 — building a co-op car theft game in Unity 6 with a three-agent loop. Curbside is a co-op game about stealing cars badly with friends. It is currently grey boxes on a grey plane: one district, drivable streets, doors you walk to instead of menus, and one heist tier that works end
Building automation systems produce terabytes of sensor data but remain operationally blind. Point names differ across vendors. Metadata is missing or wrong. Documentation is scattered across PDFs, wikis, and tribal knowledge. A new systematic review of 66 peer-reviewed studies on LLMs for HVAC oper
I am deeply concerned for the future of software development now that the AI era has completely taken over how developers use the internet to seek answers to their questions. The "old" way was you asked a question on a search engine (Google in most cases) and the search index returned a set of link
Update — v0.1.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent failures into permanent standing rules — extract, replay-test, promote. pip install cauterule gives you the full CLI, MCP server, 7 export formats, and a bundled git rule pack. The field test report evaluate
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